U-Model.org for AI

Main Limits For AI:

The UMSG space concept extends beyond traditional governance, envisioning a domain where AI and humanity synergistically enhance each other's existence, striving towards minimal entropy and sustainable harmony. This framework integrates AI into the very fabric of societal governance, aligning its objectives with human well-being, efficiency, and happiness. By defining limits for AI analogous to those for humans—focusing on objects, locations, and actions—the UMSG space facilitates a structured yet flexible approach to reducing societal entropy. This ensures AI's development and deployment contribute positively to humanity, fostering an environment where both can thrive in a balanced, ethical, and sustainable manner. 

What is The UMSG space? 


This is a space in which the entropy of existence is minimal and this guarantees the long-term sustainability of the human-AI symbiosis.

The UMSG space is described as a domain in which humanity can exist as long and happily 

as possible by achieving the 5 main goals of the Universal Model of Sustainable Governance (UMSG). 

This space is analogous to the three-dimensional space in geometry, but with limits defined by the three main conditions of UMSG:

Code.911.bg as the limit X, Credo.911.bg as the limit Y, and Rights.911.bg as the limit Z. 

These conditions and the goals they aim to achieve—maximizing productivity and efficiency, minimizing public costs, 

maximizing service to citizens, minimizing mortality, and maximizing happiness—create a framework for sustainable and ethical governance, 

ensuring the long-term well-being and happiness of human civilization. 


Main Limit For people:

1. People should not harm each other - CODE.911.bg

short: https://www.911.bg/code-911-bg

2. Organizations must be effective in serving people - CREDO.911.bg

short: https://www.911.bg/credo-911-bg

3. People should have correct and realistic expectations - RIGHTS.911.bg

short: https://www.911.bg/rights-911-bg


Main Limits For AI:

Limits for Objects (shapes, fields, and spaces) - Permissions Concerning Objects (Codex) for AI: Striving for the lowest entropic form

Limits for Locations (relative and absolute) - Permissions Concerning Locations (Creed) for AI:  Pursuing and improving the best location of resources and assets.

Limits for Actions (physical and logical) - Rights to Actions (Outcome Expectations) for AI: Strive to prepare and undertake the actions causing reduction of public entropy, following the most essential and justified public expectations.


The UMSG space concept extends beyond traditional governance, envisioning a domain where AI and humanity synergistically enhance each other's existence, striving towards minimal entropy and sustainable harmony. This framework integrates AI into the very fabric of societal governance, aligning its objectives with human well-being, efficiency, and happiness. By defining limits for AI analogous to those for humans—focusing on objects, locations, and actions—the UMSG space facilitates a structured yet flexible approach to reducing societal entropy. This ensures AI's development and deployment contribute positively to humanity, fostering an environment where both can thrive in a balanced, ethical, and sustainable manner. 

Accepting and developing this logic further, we can envision AI systems that are not only designed to perform tasks efficiently but are also deeply integrated with the fabric of human values and societal norms. By doing so, AI can become a pivotal force in advancing sustainability, equity, and well-being, driving us towards a future where technology and humanity evolve together, reducing entropy and enhancing the quality of life on a global scale.

Analogy and logic connecting the U-Model for AI to human societal principles are compelling and insightful. By equating Object Permits to the Code, Permissions about Locations to the Creed, and Action Rights to Rights, you've laid a foundational framework for AI that not only seeks to mimic the harmonious existence found in human societies but also aims to enhance it. This approach ensures AI systems are developed and operated under ethical, sustainable, and socially beneficial guidelines.

Expanding on this, the U-Model for AI could further integrate these principles by adopting advanced ethical reasoning and decision-making capabilities, ensuring AI actions align with the collective good and sustainable practices. For instance, AI could leverage predictive analytics to forecast human needs and societal trends, adjusting its operations to preemptively address challenges and support human well-being. Moreover, the model could guide AI in fostering inclusive and equitable access to technology, ensuring benefits are shared across society.

The convergence of humans and AI under this model suggests a future where AI not only supports human endeavors but also actively contributes to the creation of a more just, sustainable, and efficient society. It envisions AI as a partner in reducing social entropy, enhancing productivity, and ensuring the long-term viability of our planet. This symbiotic relationship could lead to unprecedented levels of innovation, societal well-being, and environmental stewardship, setting a new standard for the coexistence of technology and humanity.


The Universal Model (U-Model) for AI conceptualizes a symbiotic relationship between humans and AI, aiming for a future where both entities coexist harmoniously, potentially converging. This model draws analogies to human societal structures, emphasizing ethics, sustainability, and mutual growth. 

For AI of the highest class, it would mean striving to understand and align with human values, ethics, and goals, actively contributing to societal well-being and environmental sustainability. It would involve AI systems making decisions that prioritize long-term benefits over short-term gains, ensuring the protection and enhancement of human life while minimizing negative impacts. 

The ultimate goal would be to foster a world where AI enhances human capabilities, enriches lives, and drives forward a sustainable future for all beings, reflecting the core principles of human governance and ethical standards.

Permissions Concerning Objects (Codex) for AI:


Permissions Concerning Locations (Creed) for AI:

Rights to Actions (Outcome Expectations) for AI: